Welcome to scikit-learn¶
- Installing scikit-learn
- Frequently Asked Questions
- What is the project name (a lot of people get it wrong)?
- How do you pronounce the project name?
- Why scikit?
- How can I contribute to scikit-learn?
- What’s the best way to get help on scikit-learn usage?
- How should I save, export or deploy estimators for production?
- How can I create a bunch object?
- How can I load my own datasets into a format usable by scikit-learn?
- What are the inclusion criteria for new algorithms ?
- Why are you so selective on what algorithms you include in scikit-learn?
- Why did you remove HMMs from scikit-learn?
- Will you add graphical models or sequence prediction to scikit-learn?
- Will you add GPU support?
- Do you support PyPy?
- How do I deal with string data (or trees, graphs…)?
- Why do I sometime get a crash/freeze with n_jobs > 1 under OSX or Linux?
- Why does my job use more cores than specified with n_jobs?
- Why is there no support for deep or reinforcement learning / Will there be support for deep or reinforcement learning in scikit-learn?
- Why is my pull request not getting any attention?
- How do I set a
random_statefor an entire execution? - Why do categorical variables need preprocessing in scikit-learn, compared to other tools?
- Why does Scikit-learn not directly work with, for example, pandas.DataFrame?
- Do you plan to implement transform for target y in a pipeline?
- Support
- Related Projects
- About us
- Who is using scikit-learn?
- Release History
- Version 0.24
- Version 0.23.2
- Version 0.23.1
- Version 0.23.0
- Version 0.22.2.post1
- Version 0.22.1
- Version 0.22.0
- Version 0.21.3
- Version 0.21.2
- Version 0.21.1
- Version 0.21.0
- Version 0.20.4
- Version 0.20.3
- Version 0.20.2
- Version 0.20.1
- Version 0.20.0
- Version 0.19.2
- Version 0.19.1
- Version 0.19
- Version 0.18.2
- Version 0.18.1
- Version 0.18
- Version 0.17.1
- Version 0.17
- Version 0.16.1
- Version 0.16
- Version 0.15.2
- Version 0.15.1
- Version 0.15
- Version 0.14
- Version 0.13.1
- Version 0.13
- Version 0.12.1
- Version 0.12
- Version 0.11
- Version 0.10
- Version 0.9
- Version 0.8
- Version 0.7
- Version 0.6
- Version 0.5
- Version 0.4
- Earlier versions
- Roadmap
- Scikit-learn governance and decision-making